Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 2 December 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 2 December 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
2 Dec 2021		 Same period 2020 Same period 2019
Rank 167 154 208
Rank change year-on-year -13 +54 +71
Contract jobs citing Amazon S3 650 289 454
As % of all contract jobs advertised in London 1.71% 1.79% 1.31%
As % of the Cloud Services category 4.46% 4.94% 3.88%
Number of daily rates quoted 544 245 273
10th Percentile £438 £425 £426
25th Percentile £488 £488 £500
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% +9.52%
75th Percentile £700 £650 £650
90th Percentile £713 £713 £750
England median daily rate £550 £550 £550
Number of hourly rates quoted 0 0 2
Median hourly rate - - £25.00
England median hourly rate - - £20.50

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 14,558 5,853 11,687
As % of all contract IT jobs advertised in London 38.30% 36.19% 33.72%
Number of daily rates quoted 10,763 4,333 8,490
10th Percentile £388 £331 £319
25th Percentile £469 £425 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £669 £613 £613
90th Percentile £738 £700 £694
England median daily rate £525 £500 £500
% change year-on-year +5.00% - +2.56%
Number of hourly rates quoted 105 16 91
10th Percentile £13.88 £20.50 £16.25
25th Percentile £19.97 £22.44 £18.73
Median hourly rate £25.00 £24.63 £21.50
Median % change year-on-year +1.52% +14.53% +14.61%
75th Percentile £53.75 £43.44 £36.70
90th Percentile £73.34 £59.00 £78.75
England median hourly rate £20.92 £22.50 £20.50
% change year-on-year -7.01% +9.76% +17.14%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 2 December 2021.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 2 December 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -39 45 £650 +23.81% 39
South London +10 24 £540 +3.85% 2
Amazon S3
England

For the 6 months to 2 December 2021, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 642 (98.77%) AWS
2 388 (59.69%) Serverless
3 376 (57.85%) AWS Lambda
4 356 (54.77%) Agile Software Development
5 293 (45.08%) Terraform
6 277 (42.62%) Finance
7 274 (42.15%) Amazon RDS
8 266 (40.92%) Amazon DynamoDB
9 262 (40.31%) Python
10 258 (39.69%) Kubernetes
11 251 (38.62%) Docker
12 250 (38.46%) Amazon EC2
13 244 (37.54%) Web Services
14 242 (37.23%) Software Engineering
15 231 (35.54%) JavaScript
16 229 (35.23%) Amazon SQS
17 228 (35.08%) React
18 220 (33.85%) Full Stack Development
19 212 (32.62%) TypeScript
20 204 (31.38%) Front Office
20 204 (31.38%) Asset Management
21 186 (28.62%) Java
22 184 (28.31%) AWS Step Functions
23 180 (27.69%) Node.js
24 172 (26.46%) SQL
25 160 (24.62%) DevOps
26 152 (23.38%) Investment Management
27 151 (23.23%) Material-UI
28 99 (15.23%) Amazon Athena
29 93 (14.31%) Amazon Redshift

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 67 (10.31%) Apache Spark
2 66 (10.15%) Apache Airflow
3 43 (6.62%) Apache
4 22 (3.38%) Confluence
5 14 (2.15%) Elasticsearch
6 12 (1.85%) WebLogic
7 10 (1.54%) Tomcat
8 8 (1.23%) JBoss
8 8 (1.23%) Jupyter
8 8 (1.23%) WebSphere
9 7 (1.08%) nginx
10 5 (0.77%) Apache Pig
11 3 (0.46%) Cloud Foundry
11 3 (0.46%) IIS
11 3 (0.46%) SharePoint
12 2 (0.31%) CMS
13 1 (0.15%) Luigi
13 1 (0.15%) OpenStack
13 1 (0.15%) R Markdown
13 1 (0.15%) SAS
Applications
1 8 (1.23%) Microsoft Excel
2 6 (0.92%) MS Visio
Business Applications
1 4 (0.62%) SAP S/4HANA
2 3 (0.46%) Cloudability
Cloud Services
1 642 (98.77%) AWS
2 388 (59.69%) Serverless
3 376 (57.85%) AWS Lambda
4 250 (38.46%) Amazon EC2
5 229 (35.23%) Amazon SQS
6 184 (28.31%) AWS Step Functions
7 77 (11.85%) Azure
8 76 (11.69%) Amazon CloudWatch
9 71 (10.92%) Virtual Private Cloud
10 66 (10.15%) Amazon ECS
11 63 (9.69%) AWS CloudFormation
12 58 (8.92%) Amazon EKS
12 58 (8.92%) GitHub
13 57 (8.77%) Amazon EMR
14 55 (8.46%) Route 53
15 41 (6.31%) Amazon Kinesis
16 29 (4.46%) GCP
17 27 (4.15%) AWS Fargate
18 26 (4.00%) Snowflake
19 25 (3.85%) Power Platform
Communications & Networking
1 17 (2.62%) DNS
2 12 (1.85%) SSL
3 11 (1.69%) Firewall
3 11 (1.69%) VPN
4 6 (0.92%) FTP
4 6 (0.92%) OpenLDAP
5 5 (0.77%) DHCP
5 5 (0.77%) Internet
5 5 (0.77%) VoIP
6 3 (0.46%) Broadband
6 3 (0.46%) IPv4
6 3 (0.46%) TCP/IP
7 2 (0.31%) Remote Desktop
8 1 (0.15%) BIG-IP
8 1 (0.15%) DSL
8 1 (0.15%) HTTP
8 1 (0.15%) Kerberos
8 1 (0.15%) NetScaler
Database & Business Intelligence
1 274 (42.15%) Amazon RDS
2 266 (40.92%) Amazon DynamoDB
3 99 (15.23%) Amazon Athena
4 93 (14.31%) Amazon Redshift
5 73 (11.23%) Data Warehouse
6 62 (9.54%) Data Lake
7 51 (7.85%) Big Data
8 46 (7.08%) PostgreSQL
9 44 (6.77%) Tableau
10 37 (5.69%) NoSQL
10 37 (5.69%) Relational Database
11 36 (5.54%) Hadoop
12 30 (4.62%) SQL Server
13 27 (4.15%) MySQL
14 26 (4.00%) MongoDB
15 25 (3.85%) Power BI
16 21 (3.23%) Apache Ignite
17 17 (2.62%) BigQuery
18 16 (2.46%) Apache Hive
19 14 (2.15%) RDBMS
Development Applications
1 79 (12.15%) Jenkins
2 63 (9.69%) JIRA
3 56 (8.62%) Git (software)
4 19 (2.92%) GitLab
4 19 (2.92%) webpack
5 16 (2.46%) Bitbucket
6 13 (2.00%) Sonatype Nexus
7 12 (1.85%) ERwin
7 12 (1.85%) Maven
7 12 (1.85%) SonarQube
8 11 (1.69%) CircleCI
9 10 (1.54%) Artifactory
10 8 (1.23%) Cucumber
10 8 (1.23%) git-flow
10 8 (1.23%) Postman
11 6 (0.92%) Atlassian Bamboo
11 6 (0.92%) ER Studio
11 6 (0.92%) JMeter
11 6 (0.92%) Subversion
12 5 (0.77%) SoapUI
General
1 277 (42.62%) Finance
2 204 (31.38%) Front Office
3 84 (12.92%) Social Skills
4 32 (4.92%) Analytical Skills
5 28 (4.31%) Public Sector
6 17 (2.62%) Banking
7 14 (2.15%) Financial Institution
8 13 (2.00%) Legal
9 11 (1.69%) Retail
10 7 (1.08%) Law
10 7 (1.08%) Manufacturing
11 6 (0.92%) Presentation Skills
12 5 (0.77%) Retail Banking
13 3 (0.46%) Billing
13 3 (0.46%) Influencing Skills
13 3 (0.46%) Marketing
13 3 (0.46%) Publishing
14 2 (0.31%) Inclusion and Diversity
14 2 (0.31%) Music Industry
14 2 (0.31%) Pharmaceutical
Job Titles
1 211 (32.46%) Developer
2 192 (29.54%) Software Engineer
3 160 (24.62%) AWS Engineer
4 117 (18.00%) Data Engineer
5 114 (17.54%) Developer/Software Engineer
6 91 (14.00%) React Developer
7 89 (13.69%) JavaScript Engineer
8 83 (12.77%) AWS Software Engineer
9 68 (10.46%) AWS Developer
10 59 (9.08%) Architect
10 59 (9.08%) Python Engineer
11 53 (8.15%) DevOps Engineer
11 53 (8.15%) JavaScript Developer
12 49 (7.54%) Python Developer
13 48 (7.38%) Python Software Engineer
14 34 (5.23%) AWS DevOps
15 33 (5.08%) Full Stack Developer
16 32 (4.92%) Cloud Engineer
16 32 (4.92%) Senior Data Engineer
17 31 (4.77%) Java Developer
Libraries, Frameworks & Software Standards
1 244 (37.54%) Web Services
2 228 (35.08%) React
3 180 (27.69%) Node.js
4 151 (23.23%) Material-UI
5 81 (12.46%) Kafka
6 57 (8.77%) AngularJS
7 53 (8.15%) Vue.js
8 40 (6.15%) RESTful
9 30 (4.62%) PySpark
10 26 (4.00%) GraphQL
11 25 (3.85%) CSS
12 24 (3.69%) JSON
13 23 (3.54%) gRPC
14 21 (3.23%) REST
15 18 (2.77%) .NET
16 17 (2.62%) Elastic Stack
17 15 (2.31%) LitElement
18 14 (2.15%) XML
19 11 (1.69%) Spring
20 10 (1.54%) Lambda Expressions
Miscellaneous
1 51 (7.85%) Derivative
2 48 (7.38%) Equities
2 48 (7.38%) Fixed Income
2 48 (7.38%) Foreign Exchange (FX)
3 21 (3.23%) Public Cloud
4 19 (2.92%) Cloud Native
5 13 (2.00%) Greenfield Project
5 13 (2.00%) Management Information System
6 11 (1.69%) Hedge funds
6 11 (1.69%) Life Science
7 10 (1.54%) Hybrid Cloud
8 9 (1.38%) Legacy Applications
9 8 (1.23%) Algorithms
10 7 (1.08%) Data Protection Act
10 7 (1.08%) Data Structures
10 7 (1.08%) Mobile App
10 7 (1.08%) Replication
11 6 (0.92%) Data Centre
12 5 (0.77%) Video on Demand
13 3 (0.46%) CMDB
Operating Systems
1 87 (13.38%) Linux
2 37 (5.69%) Windows
3 33 (5.08%) Unix
4 23 (3.54%) Red Hat Enterprise Linux
5 12 (1.85%) Ubuntu
6 10 (1.54%) Debian
7 9 (1.38%) CentOS
7 9 (1.38%) Windows Server
8 8 (1.23%) Amazon Linux
8 8 (1.23%) Oracle Linux
9 7 (1.08%) Windows 10
10 5 (0.77%) Android
10 5 (0.77%) Apple iOS
10 5 (0.77%) Mac OS
11 3 (0.46%) AIX
11 3 (0.46%) Windows Server 2012
11 3 (0.46%) Windows Server 2019
Processes & Methodologies
1 356 (54.77%) Agile Software Development
2 242 (37.23%) Software Engineering
3 220 (33.85%) Full Stack Development
4 204 (31.38%) Asset Management
5 160 (24.62%) DevOps
6 152 (23.38%) Investment Management
7 70 (10.77%) ETL
8 61 (9.38%) Infrastructure as Code
9 54 (8.31%) Analytics
10 53 (8.15%) Data Pipeline
11 50 (7.69%) Microservices
12 47 (7.23%) Continuous Integration
12 47 (7.23%) Data Modelling
13 45 (6.92%) Business Intelligence
14 41 (6.31%) Data Engineering
15 36 (5.54%) Continuous Delivery
16 35 (5.38%) Scrum
16 35 (5.38%) Test Automation
17 33 (5.08%) Project Management
18 32 (4.92%) Migration
Programming Languages
1 262 (40.31%) Python
2 231 (35.54%) JavaScript
3 212 (32.62%) TypeScript
4 186 (28.62%) Java
5 172 (26.46%) SQL
6 51 (7.85%) Kotlin
7 34 (5.23%) Scala
8 32 (4.92%) Bash Shell
9 31 (4.77%) C#
10 27 (4.15%) PowerShell
11 22 (3.38%) Shell Script
12 17 (2.62%) PL/SQL
13 12 (1.85%) T-SQL
14 10 (1.54%) R
15 8 (1.23%) Go
15 8 (1.23%) Ruby
16 7 (1.08%) C++
16 7 (1.08%) PHP
17 6 (0.92%) Java 8
18 5 (0.77%) Perl
Qualifications
1 48 (7.38%) Security Cleared
2 46 (7.08%) SC Cleared
3 30 (4.62%) Degree
4 29 (4.46%) AWS Certification
5 19 (2.92%) Computer Science Degree
6 7 (1.08%) CISSP
7 5 (0.77%) BPSS Clearance
8 2 (0.31%) CISA
8 2 (0.31%) CRISC
8 2 (0.31%) ISTQB
8 2 (0.31%) ISTQB Foundation Certification
8 2 (0.31%) Sun Certification
9 1 (0.15%) FFIEC
9 1 (0.15%) Master's Degree
9 1 (0.15%) PMI Certification
9 1 (0.15%) PMP
Quality Assurance & Compliance
1 25 (3.85%) QA
2 23 (3.54%) Data Quality
3 22 (3.38%) GDPR
4 7 (1.08%) ISO/IEC 27001
5 6 (0.92%) NIST
5 6 (0.92%) SLA
6 5 (0.77%) NIST 800
6 5 (0.77%) PCI DSS
7 4 (0.62%) NCSC
8 3 (0.46%) Accessibility
8 3 (0.46%) IFRS
9 2 (0.31%) Sarbanes-Oxley
10 1 (0.15%) Disclosure Scotland
10 1 (0.15%) GLBA
10 1 (0.15%) IFRS 9
System Software
1 251 (38.62%) Docker
2 26 (4.00%) Active Directory
3 10 (1.54%) Apache ZooKeeper
3 10 (1.54%) HDFS
4 3 (0.46%) Apache Flume
4 3 (0.46%) Virtual Desktop
4 3 (0.46%) VMware Infrastructure
Systems Management
1 293 (45.08%) Terraform
2 258 (39.69%) Kubernetes
3 69 (10.62%) Ansible
4 36 (5.54%) Grafana
5 22 (3.38%) Bosun
6 19 (2.92%) Prometheus
7 17 (2.62%) VictorOps
8 12 (1.85%) Opscode Chef
8 12 (1.85%) Puppet
9 11 (1.69%) Kibana
10 10 (1.54%) Rancher
11 8 (1.23%) Docker Swarm
12 6 (0.92%) HAProxy
12 6 (0.92%) Kubeflow
12 6 (0.92%) logstash
13 5 (0.77%) Packer
14 4 (0.62%) Microsoft Intune
15 3 (0.46%) Nessus
15 3 (0.46%) Oozie
15 3 (0.46%) Salt
Vendors
1 37 (5.69%) Oracle
2 26 (4.00%) Databricks
3 20 (3.08%) Cloudera
3 20 (3.08%) Microsoft
4 19 (2.92%) Red Hat
4 19 (2.92%) Salesforce.com
5 14 (2.15%) CA
5 14 (2.15%) Talend
6 13 (2.00%) Google
6 13 (2.00%) SAP
7 7 (1.08%) VMware
8 6 (0.92%) Informatica
9 5 (0.77%) Citrix
9 5 (0.77%) MuleSoft
10 4 (0.62%) Actifio
10 4 (0.62%) BiZZdesign
10 4 (0.62%) ServiceNow
10 4 (0.62%) Splunk
11 3 (0.46%) New Relic
11 3 (0.46%) Twitter